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  1. app.py +22 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Load the sentiment analysis model
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+ classifier = pipeline("sentiment-analysis")
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+
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+ # Define the function to analyze sentiment
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+ def analyze_sentiment(text):
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+ result = classifier(text)[0]
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+ return f"Sentiment: {result['label']}", f"Confidence: {result['score']:.2f}"
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+
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+ # Create a Gradio interface
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+ demo = gr.Interface(
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+ fn=analyze_sentiment,
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+ inputs="text",
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+ outputs=["text", "text"],
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+ title="Sentiment Analyzer",
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+ description="Enter a sentence to analyze sentiment (Positive or Negative)."
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch()
requirements.txt ADDED
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+ gradio
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+ transformers
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+ torch